2025-02-12
- Dirtying + Cleaning - EDA - PCA - Prediction
Combine via .row_id
aa_*
Protein_Name
#... pca_rec <- recipe(~., data = prediction_df) |> update_role(Protein_ID, Receptor_class, new_role = "id") |> step_normalize(all_predictors()) |> step_pca(all_predictors()) #...
#... pca_rec <- recipe(~., data = prediction_df) |> update_role(Protein_ID, Receptor_class, new_role = "id") |> step_normalize(all_predictors()) |> rf_spec <- rand_forest(trees = 1000) |> set_engine("randomForest") |> set_mode("classification") #...